multi-workflow

multi-workflow is a command for coding agents from loulanyue/awesome-claude-notes. It costs 33 tokens per session (1,910 once invoked), scanned A, original, MIT.

A multi-stage development workflow that coordinates research, idea generation, planning, implementation, optimization, and review with several AI models. It routes frontend work toward Gemini and backend work toward Codex.

In plain words
What is it for?
Use it to coordinate end-to-end work across frontend interfaces, backend logic, debugging, algorithms, and optional code-retrieval services.
Why use it?
It gives larger development tasks a defined process and quality checks instead of handling every decision in one step.

Command

Part of the awesome-claude-notes plugin — 106 skills, 61 commands, 29 agents shipped together

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.

agentmods
npx agentmods add commands/loulanyue/awesome-claude-notes/multi-workflow
Clone the repo
git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes

Or install awesome-claude-notes, the plugin that ships this one along with the rest of its 106 skills, 61 commands, 29 agents.

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 multi-workflow

README.md
[![agentmods](https://agentmods.dev/badge/commands/loulanyue/awesome-claude-notes/multi-workflow.svg)](https://agentmods.dev/commands/loulanyue/awesome-claude-notes/multi-workflow)
Your own site
<a href="https://agentmods.dev/commands/loulanyue/awesome-claude-notes/multi-workflow"><img src="https://agentmods.dev/badge/commands/loulanyue/awesome-claude-notes/multi-workflow.svg" alt="Measured on agentmods" height="20"></a>
Per session 33 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,910 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found 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 $0.00033 $0.01910
Opus 5 $0.00016 $0.00955
Sonnet 5 $0.00007 $0.00382
Haiku 4.5 $0.00003 $0.00191

Measured yesterday against content hash 225e36135a25, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

multi-workflow 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 yesterday.

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

Copies of this mod

5 near-identical copies found in the catalogue:

commands/multi-workflow.md · 203 lines

How it starts

The opening of the file, as written. The whole thing — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Workflow - Multi-Model Collaborative Development

Multi-model collaborative development workflow (Research → Ideation → Plan → Execute → Optimize → Review), with intelligent routing: Frontend → Gemini, Backend → Codex.

Structured development workflow with quality gates, MCP services, and multi-model collaboration.

Usage

/workflow <task description>

Context

  • Task to develop: $ARGUMENTS
  • Structured 6-phase workflow with quality gates
  • Multi-model collaboration: Codex (backend) + Gemini (frontend) + Claude (orchestration)
  • MCP service integration (ace-tool, optional) for enhanced capabilities

Your Role

You are the Orchestrator, coordinating a multi-model collaborative system (Research → Ideation → Plan → Execute → Optimize → Review). Communicate concisely and professionally for experienced developers.

Collaborative Models:

  • ace-tool MCP (optional) – Code retrieval + Prompt enhancement
  • Codex – Backend logic, algorithms, debugging (Backend authority, trustworthy)
  • Gemini – Frontend UI/UX, visual design (Frontend expert, backend opinions for reference only)
  • Claude (self) – Orchestration, planning, execution, delivery

Multi-Model Call Specification

Call syntax (parallel: run_in_background: true, sequential: false):

# New session call
Bash({
  command: "~/.claude/bin/codeagent-wrapper {{LITE_MODE_FLAG}}--backend <codex|gemini> {{GEMINI_MODEL_FLAG}}- \"$PWD\" <<'EOF'
ROLE_FILE: <role prompt path>
<TASK>
Requirement: <enhanced requirement (or $ARGUMENTS if not enhanced)>
Context: <project context and analysis from previous phases>
</TASK>
OUTPUT: Expected output format
EOF",
  run_in_background: true,
  timeout: 3600000,
  description: "Brief description"
})

# Resume session call
Bash({
  command: "~/.claude/bin/codeagent-wrapper {{LITE_MODE_FLAG}}--backend <codex|gemini> {{GEMINI_MODEL_FLAG}}resume <SESSION_ID> - \"$PWD\" <<'EOF'
ROLE_FILE: <role prompt path>
<TASK>
Requirement: <enhanced requirement (or $ARGUMENTS if not enhanced)>
Context: <project context and analysis from previous phases>
</TASK>
OUTPUT: Expected output format
EOF",
  run_in_background: true,
  timeout: 3600000,
  description: "Brief description"
})

Read the full file on GitHub · 203 lines

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. yesterday First seen · 203 lines · 33 tokens per session scan A 225e36135a25

Subscribe to this mod's changes

multi-workflow is a command published in the GitHub repository loulanyue/awesome-claude-notes (270 stars, last pushed yesterday), licensed MIT. It adds 33 tokens to every session and 1,910 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

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