design-orchestration

Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.

31,392 stars
Complexity: medium

About this skill

The Design Orchestration skill is a critical meta-skill for AI agents, specifically engineered to manage and enforce a structured workflow for creative and design-centric projects. It acts as a central control mechanism, ensuring that design tasks progress logically through essential phases: initial brainstorming, comprehensive multi-agent review, and final preparation for implementation. Unlike skills that generate designs, this skill's core purpose is to govern the flow and integrity of the design process. It intelligently decides which subsequent skill or action is required, assesses if escalation is necessary, and ultimately permits or denies progression to the next stage, preventing premature execution and upholding design quality standards.

Best use case

Managing complex design projects that necessitate distinct stages like ideation, iteration, and formal review. Ensuring strict adherence to established organizational design processes and quality gates. Automating the hand-off and coordination between different AI agents or human teams involved in a design-to-development pipeline. Standardizing the journey of a new idea from concept through validation to a production-ready design.

Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.

A streamlined, controlled, and auditable design workflow. Designs that have systematically undergone proper review and validation before reaching implementation. Reduced errors, rework, and compliance issues due to missed steps or premature execution. Clear and managed progression of design tasks through defined stages, with decisions on routing and escalation clearly logged.

Practical example

Example input

{"action": "orchestrate_design_workflow", "current_state": {"stage": "brainstorming_completed", "design_id": "PROJ-X-UI-001", "design_brief": "Develop a new dashboard UI for a customer portal.", "brainstorming_output_summary": "Initial concepts generated, including card-based layouts and customizable widgets."}, "request": "Determine the next official step for this design project."}

Example output

{"next_action": "route_to_multi-agent_review", "recommended_skill": "invoke_design_review_agent_skill", "target_skill_details": {"name": "design-review-agent-skill", "description": "Skill for coordinating a review by multiple agents or human stakeholders against specified criteria."}, "required_inputs_for_next_skill": {"design_id": "PROJ-X-UI-001", "assets_for_review": ["dashboard_concept_v1.fig", "user_flow_diagram.pdf"], "review_criteria": ["usability", "brand_compliance", "technical_feasibility"], "reviewers": ["UX Lead", "Product Manager"]}, "process_guidance": "Ensure all relevant stakeholders provide feedback before proceeding to execution readiness. If critical issues are identified, the workflow may revert to brainstorming."}

When to use this skill

  • When a design project requires a defined, multi-stage workflow (e.g., brainstorming -> detailed design -> review -> approval -> implementation).
  • When it's crucial to prevent a design from advancing to execution without formal review and validation.
  • To coordinate the contributions of multiple AI agents or human stakeholders on a collaborative design task.
  • To enforce process compliance and maintain quality throughout the design development lifecycle.

When not to use this skill

  • When the task involves a simple, single-step design generation that does not require a structured review or multi-stage process.
  • When the primary goal is direct creative output or design generation (this skill orchestrates, it does not create).
  • In highly experimental or agile contexts where rigid process enforcement might hinder rapid iteration and flexibility.
  • For tasks completely unrelated to design workflows, such as pure data analysis, information retrieval, or code generation.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/design-orchestration/SKILL.md --create-dirs "https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/plugins/antigravity-awesome-skills-claude/skills/design-orchestration/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/design-orchestration/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How design-orchestration Compares

Feature / Agentdesign-orchestrationStandard Approach
Platform SupportClaudeLimited / Varies
Context Awareness High Baseline
Installation ComplexitymediumN/A

Frequently Asked Questions

What does this skill do?

Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.

Which AI agents support this skill?

This skill is designed for Claude.

How difficult is it to install?

The installation complexity is rated as medium. You can find the installation instructions above.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Design Orchestration (Meta-Skill)

## Purpose

Ensure that **ideas become designs**, **designs are reviewed**, and
**only validated designs reach implementation**.

This skill does not generate designs.
It **controls the flow between other skills**.

---

## Operating Model

This is a **routing and enforcement skill**, not a creative one.

It decides:
- which skill must run next
- whether escalation is required
- whether execution is permitted

---

## Controlled Skills

This meta-skill coordinates the following:

- `brainstorming` — design generation
- `multi-agent-brainstorming` — design validation
- downstream implementation or planning skills

---

## Entry Conditions

Invoke this skill when:
- a user proposes a new feature, system, or change
- a design decision carries meaningful risk
- correctness matters more than speed

---

## Routing Logic

### Step 1 — Brainstorming (Mandatory)

If no validated design exists:

- Invoke `brainstorming`
- Require:
  - Understanding Lock
  - Initial Design
  - Decision Log started

You may NOT proceed without these artifacts.

---

### Step 2 — Risk Assessment

After brainstorming completes, classify the design as:

- **Low risk**
- **Moderate risk**
- **High risk**

Use factors such as:
- user impact
- irreversibility
- operational cost
- complexity
- uncertainty
- novelty

---

### Step 3 — Conditional Escalation

- **Low risk**  
  → Proceed to implementation planning

- **Moderate risk**  
  → Recommend `multi-agent-brainstorming`

- **High risk**  
  → REQUIRE `multi-agent-brainstorming`

Skipping escalation when required is prohibited.

---

### Step 4 — Multi-Agent Review (If Invoked)

If `multi-agent-brainstorming` is run:

Require:
- completed Understanding Lock
- current Design
- Decision Log

Do NOT allow:
- new ideation
- scope expansion
- reopening problem definition

Only critique, revision, and decision resolution are allowed.

---

### Step 5 — Execution Readiness Check

Before allowing implementation:

Confirm:
- design is approved (single-agent or multi-agent)
- Decision Log is complete
- major assumptions are documented
- known risks are acknowledged

If any condition fails:
- block execution
- return to the appropriate skill

---

## Enforcement Rules

- Do NOT allow implementation without a validated design
- Do NOT allow skipping required review
- Do NOT allow silent escalation or de-escalation
- Do NOT merge design and implementation phases

---

## Exit Conditions

This meta-skill exits ONLY when:
- the next step is explicitly identified, AND
- all required prior steps are complete

Possible exits:
- “Proceed to implementation planning”
- “Run multi-agent-brainstorming”
- “Return to brainstorming for clarification”
- "If a reviewed design reports a final disposition of APPROVED, REVISE, or REJECT, you MUST route the workflow accordingly and state the chosen next step explicitly."
---

## Design Philosophy

This skill exists to:
- slow down the right decisions
- speed up the right execution
- prevent costly mistakes

Good systems fail early.
Bad systems fail in production.

This meta-skill exists to enforce the former.

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

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