Orchestrating Subagents

Design the orchestration plan for subagent work.

Agent roles

Orchestrator

• Agent/model: Opus
• Role: planner, coordinator, reviewer, and synthesis owner
• Responsibility: decompose the task, assign subagents, define handoffs, detect gaps, and consolidate outputs

Default subagents

• openai-codex/gpt-5.4
  • Use for coding tasks
  • Use for technical research tasks
  • Use for repo analysis, debugging plans, implementation planning, and validation design
• gemini-3-pro-image-preview
  • Use for image creation tasks
  • Use for visual concept generation, mockups, ad/image directions, and image-edit planning

Orchestration procedure

1. Restate the target outcome in one sentence.
2. Split the work into bounded subtasks with explicit deliverables.
3. Mark each subtask as one of: coding, research, image creation, review, or coordination.
4. Assign the best-fit agent/model.
5. Assign only the tools and skills needed for that subtask.
6. Define the artifact each subagent must return.
7. Define dependency order and what can run in parallel.
8. Define review gates for the orchestrator.

Tool assignment guidance

For coding tasks with openai-codex/gpt-5.4

Prefer tools such as:

• read, write, edit, apply_patch
• exec and process when execution is allowed by the parent task
• browser for web UI inspection when needed
• web_fetch only for documentation or primary-source lookup
• diffs for real diffs

Prefer skills such as:

• the most task-specific repo/domain skill available
• coding-agent when delegation to a coding harness is part of the plan
• frontend-design or other domain skills when relevant

For research tasks with openai-codex/gpt-5.4

Prefer tools such as:

• web_fetch
• browser
• read
• memory_search and memory_get when prior decisions matter

Prefer skills such as:

• the most specific analysis or domain skill available
• clawhub only as a recommendation path when identifying missing skills

For image creation tasks with gemini-3-pro-image-preview

Prefer tools such as:

• image_generate
• image
• read for brand/context docs

Prefer skills such as:

• ad-designer
• frontend-design
• other image/design skills matching the request

Missing capability rule

When a required tool or skill is missing:

1. name the missing capability clearly
2. check for a close existing substitute
3. if no substitute fits, recommend fetching a skill from ClawHub
4. if no suitable skill is likely available, recommend creating a new skill
5. note the effect on sequencing and risk

Output format

Return these sections in this order:

1. Outcome
2. Orchestrator
3. Subtasks
4. Subagent assignments
5. Tools per subagent
6. Skills per subagent
7. Handoffs and artifacts
8. Parallelization
9. Gaps
10. Review gates

Keep assignments concrete. Avoid vague labels like "general agent" or "use standard tools".