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Agent skill

Ralphinho Rfc Pipeline

by affaan-m in affaan-m/ECC

RFC駆動の複数エージェントDAG実行パターン、品質ゲート、マージキュー、ワークユニットオーケストレーション. An agent skill from affaan-m/ECC.

MITAuto-check passed

Install Ralphinho Rfc Pipeline

skills CLI
$ npx skills add affaan-m/ECC --skill ralphinho-rfc-pipeline -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install affaan-m/ECC ralphinho-rfc-pipeline --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/ja-JP/skills/ralphinho-rfc-pipeline .claude/skills/ralphinho-rfc-pipeline && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ralphinho-rfc-pipeline
GitHub stars
276k
Token cost
~338 tokens
SKILL.md length
137 words
Files
1
Skills in repo
683
Repo updated
First seen
Licence
MIT

At a glance

RFC駆動の複数エージェントDAG実行パターン、品質ゲート、マージキュー、ワークユニットオーケストレーション. An agent skill from affaan-m/ECC.

  • Works in 7 steps: RFC intake → DAG decomposition → Unit assignment → …
  • SKILL.md covers Pipeline Stages, Unit Spec Template, Complexity Tiers and Quality Pipeline per Unit, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ralphinho Rfc Pipeline is an agent skill from affaan-m/ECC. RFC駆動の複数エージェントDAG実行パターン、品質ゲート、マージキュー、ワークユニットオーケストレーション。

Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.

Example prompts

  • “/ralphinho-rfc-pipeline”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

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

What it can do on your machine

Read from SKILL.md and the folder at commit 4eb71d9. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ralphinho Rfc Pipeline loads about 338 tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 137 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~338

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from affaan-m/ECC at commit 4eb71d9, republished under its MIT licence (© affaan-m). 137 words, ~338 tokens.

Download SKILL.mdSave it as .claude/skills/ralphinho-rfc-pipeline/SKILL.md (or your agent's skills folder).
name
ralphinho-rfc-pipeline
description
RFC駆動の複数エージェントDAG実行パターン、品質ゲート、マージキュー、ワークユニットオーケストレーション。
origin
ECC

Ralphinho RFC Pipeline

humanplane スタイルのRFC分解パターンと複数ユニットオーケストレーションワークフローにインスパイア。

単一エージェントパスでは大きすぎる機能を独立して検証可能なワークユニットに分割する必要がある場合、このスキルを使用します。

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

各ワークユニットに含める：

  • 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

ユニットが stall した場合：

  • 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

© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in docs/ja-JP/skills/ralphinho-rfc-pipeline of affaan-m/ECC.

Open the folder on GitHubat commit 4eb71d9

Compare with similar skills

Ralphinho Rfc Pipeline next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ralphinho Rfc Pipeline compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ralphinho Rfc Pipeline this skillaffaan-m/ECC276k—~338Automated safety check: PassMIT
Create RfcNVIDIA/OpenShell16k—~657Automated safety check: PassApache-2.0
Write Rfcvideojs/video.js40k—~375Automated safety check: PassCustom licence
React Router RFC Implementerremix-run/react-router57k—~2.3kAutomated safety check: PassMIT
RFC Creatortech-leads-club/agent-skills7k—~2.9kAutomated safety check: PassCC-BY-4.0
Rfc Compliancedoorkeeper-gem/doorkeeper5.5k—~1.7kAutomated safety check: PassMIT

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Questions about Ralphinho Rfc Pipeline

What does Ralphinho Rfc Pipeline do?

RFC駆動の複数エージェントDAG実行パターン、品質ゲート、マージキュー、ワークユニットオーケストレーション. An agent skill from affaan-m/ECC. Ralphinho Rfc Pipeline is an agent skill from affaan-m/ECC.

How do I install Ralphinho Rfc Pipeline in Claude Code?

Run `npx skills add affaan-m/ECC --skill ralphinho-rfc-pipeline -a claude-code`. Or copy the skill folder (docs/ja-JP/skills/ralphinho-rfc-pipeline in affaan-m/ECC) into .claude/skills/ralphinho-rfc-pipeline in your project. Claude Code loads it when a task matches its description.

How do I install Ralphinho Rfc Pipeline in Codex?

Run `npx skills add affaan-m/ECC --skill ralphinho-rfc-pipeline -a codex`. Or copy the skill folder (docs/ja-JP/skills/ralphinho-rfc-pipeline in affaan-m/ECC) into .agents/skills/ralphinho-rfc-pipeline in your project. Codex loads it when a task matches its description.

Can I use Ralphinho Rfc Pipeline in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill ralphinho-rfc-pipeline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ralphinho-rfc-pipeline, .gemini/skills/ralphinho-rfc-pipeline, .github/skills/ralphinho-rfc-pipeline and .opencode/skills/ralphinho-rfc-pipeline in your project.

What does Ralphinho Rfc Pipeline need to run?

SKILL.md names no scripts, command-line tools or credentials: Ralphinho Rfc Pipeline is instructions for the agent only.

Does Ralphinho Rfc Pipeline access the network?

SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.

Is Ralphinho Rfc Pipeline safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ralphinho Rfc Pipeline use?

Ralphinho Rfc Pipeline is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ralphinho Rfc Pipeline use?

About 338 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ralphinho Rfc Pipeline?

Skills that share tags, products or a category with Ralphinho Rfc Pipeline: Create Rfc (NVIDIA/OpenShell, 16k stars), Write Rfc (videojs/video.js, 40k stars), React Router RFC Implementer (remix-run/react-router, 57k stars) and RFC Creator (tech-leads-club/agent-skills, 7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ralphinho Rfc Pipeline?

affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 276,111 GitHub stars. The repository holds 683 skills in this directory. The repository was last updated on October 10, 2026.

Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.