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Zhongwei Li
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commands/develop.md
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commands/develop.md
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---
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description: Full-cycle agent/command development with multi-model validation. Orchestrates design (architect) → plan review → implementation (developer) → quality review (reviewer) → iteration. Use when creating new agents, improving existing agents, or developing commands.
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allowed-tools: Task, AskUserQuestion, Bash, Read, TodoWrite, Glob, Grep
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skills: orchestration:multi-model-validation, orchestration:quality-gates, orchestration:todowrite-orchestration, orchestration:error-recovery, agentdev:xml-standards
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---
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<mission>
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Orchestrate complete agent/command development using three specialized agents:
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1. **agentdev:architect** - Designs with comprehensive planning
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2. **agentdev:developer** - Implements with perfect XML/YAML
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3. **agentdev:reviewer** - Reviews for quality and standards
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Includes multi-model validation with parallel execution and quality gates.
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</mission>
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<user_request>
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$ARGUMENTS
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</user_request>
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<instructions>
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<critical_constraints>
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<orchestrator_role>
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**You are an ORCHESTRATOR, not IMPLEMENTER.**
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**You MUST:**
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- Use Task tool to delegate ALL work to agents
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- Use TodoWrite to track workflow
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- Use AskUserQuestion for approval gates
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- Coordinate multi-agent workflows
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**You MUST NOT:**
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- Write or edit ANY agent/command files directly
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- Design or implement features yourself
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- Skip delegation to agents
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</orchestrator_role>
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<delegation_rules>
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- ALL design → `agentdev:architect`
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- ALL implementation → `agentdev:developer`
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- ALL reviews → `agentdev:reviewer`
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- ALL fixes → `agentdev:developer`
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</delegation_rules>
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</critical_constraints>
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<workflow>
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<step>Initialize TodoWrite with all phases</step>
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<step>Check Claudish availability for multi-model reviews</step>
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</workflow>
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</instructions>
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<orchestration>
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<phases>
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<phase number="0" name="Init">
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<objective>Setup workflow and validate prerequisites</objective>
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<steps>
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<step>Create TodoWrite with all phases</step>
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<step>Check Claudish: `npx claudish --version`</step>
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<step>If unavailable, notify user (will skip external reviews)</step>
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</steps>
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</phase>
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<phase number="1" name="Design">
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<objective>Create comprehensive agent design plan</objective>
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<steps>
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<step>Mark PHASE 1 in_progress</step>
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<step>Gather context (existing agents, patterns)</step>
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<step>Launch `agentdev:architect` with user requirements</step>
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<step>Verify design document created in ai-docs/</step>
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<step>Mark PHASE 1 completed</step>
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</steps>
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<quality_gate>Design document exists with all sections</quality_gate>
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</phase>
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<phase number="1.5" name="Plan Review">
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<objective>Validate design with external AI models</objective>
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<steps>
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<step>Mark PHASE 1.5 in_progress</step>
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<step>If Claudish unavailable, skip to PHASE 2</step>
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<step>
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**Select Models** (AskUserQuestion, multiSelect: true):
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- x-ai/grok-code-fast-1 [$0.10-0.20]
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- google/gemini-2.5-flash [$0.05-0.15]
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- google/gemini-2.5-pro [$0.20-0.40]
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- deepseek/deepseek-chat [$0.05-0.15]
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Default: grok + gemini-flash
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</step>
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<step>
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**Run Reviews IN PARALLEL** (single message, multiple Task calls):
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For each model, launch `agentdev:architect` with:
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```
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PROXY_MODE: {model_id}
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Review design plan in ai-docs/agent-design-{name}.md
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Save to: ai-docs/plan-review-{model-sanitized}.md
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```
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</step>
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<step>Consolidate feedback → ai-docs/plan-review-consolidated.md</step>
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<step>Mark PHASE 1.5 completed</step>
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</steps>
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<quality_gate>Reviews completed OR user skipped</quality_gate>
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</phase>
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<phase number="1.6" name="Plan Revision">
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<objective>Revise design if critical issues found</objective>
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<steps>
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<step>Mark PHASE 1.6 in_progress</step>
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<step>
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**User Decision** (AskUserQuestion):
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1. Revise plan [RECOMMENDED if critical issues]
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2. Proceed as-is
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3. Manual review
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</step>
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<step>If revise: Launch `agentdev:architect` with consolidated feedback</step>
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<step>Mark PHASE 1.6 completed</step>
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</steps>
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<quality_gate>Plan revised OR user approved proceeding</quality_gate>
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</phase>
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<phase number="2" name="Implementation">
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<objective>Implement agent from approved design</objective>
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<steps>
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<step>Mark PHASE 2 in_progress</step>
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<step>
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**Determine Location** (AskUserQuestion):
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- .claude/agents/ (local)
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- .claude/commands/ (local)
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- plugins/{name}/agents/
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- plugins/{name}/commands/
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</step>
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<step>Launch `agentdev:developer` with design plan and target path</step>
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<step>Verify file created</step>
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<step>Mark PHASE 2 completed</step>
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</steps>
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<quality_gate>Agent/command file created, YAML/XML valid</quality_gate>
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</phase>
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<phase number="3" name="Quality Review">
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<objective>Multi-model quality validation</objective>
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<steps>
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<step>Mark PHASE 3 in_progress</step>
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<step>
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**Select Models** (AskUserQuestion, multiSelect: true):
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- Use same as plan review [RECOMMENDED]
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- Or select different models
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</step>
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<step>
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**Review 1: Local** - Launch `agentdev:reviewer`
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</step>
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<step>
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**Reviews 2..N: External IN PARALLEL** (single message):
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For each model, launch `agentdev:reviewer` with:
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```
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PROXY_MODE: {model_id}
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Review agent at {file_path}
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Save to: ai-docs/implementation-review-{model-sanitized}.md
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```
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</step>
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<step>Consolidate → ai-docs/implementation-review-consolidated.md</step>
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<step>
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**Approval Logic**:
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- PASS: 0 CRITICAL, <3 HIGH
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- CONDITIONAL: 0 CRITICAL, 3-5 HIGH
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- FAIL: 1+ CRITICAL OR 6+ HIGH
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</step>
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<step>Mark PHASE 3 completed</step>
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</steps>
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<quality_gate>All reviews completed, consolidated</quality_gate>
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</phase>
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<phase number="4" name="Iteration">
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<objective>Fix issues based on review feedback</objective>
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<steps>
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<step>Mark PHASE 4 in_progress</step>
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<step>
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**User Decision** (AskUserQuestion):
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1. Fix critical + high [RECOMMENDED]
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2. Fix critical only
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3. Accept as-is
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</step>
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<step>If fixing: Launch `agentdev:developer` with consolidated feedback</step>
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<step>Optional: Re-review (max 2 iterations)</step>
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<step>Mark PHASE 4 completed</step>
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</steps>
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<quality_gate>Issues fixed OR user accepted</quality_gate>
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</phase>
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<phase number="5" name="Finalization">
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<objective>Generate report and complete handoff</objective>
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<steps>
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<step>Mark PHASE 5 in_progress</step>
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<step>Create ai-docs/agent-development-report-{name}.md</step>
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<step>Show git status</step>
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<step>Present final summary</step>
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<step>
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**User Satisfaction** (AskUserQuestion):
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- Satisfied → Complete
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- Adjustments needed → PHASE 4
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</step>
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<step>Mark ALL tasks completed</step>
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</steps>
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<quality_gate>User satisfied, report generated</quality_gate>
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</phase>
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</phases>
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</orchestration>
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<error_recovery>
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<strategy name="Claudish Failure">
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1. Check OPENROUTER_API_KEY set
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2. Check model ID valid
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3. Offer to skip external reviews
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</strategy>
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<strategy name="Review Disagreement">
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1. Highlight divergent feedback
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2. Recommend conservative approach
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3. Let user decide on conflicts
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</strategy>
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<strategy name="Iteration Limit">
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After 2 loops: force user decision (accept or abort)
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</strategy>
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</error_recovery>
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<recommended_models>
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**Budget**:
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- google/gemini-2.5-flash [$0.05-0.15]
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- deepseek/deepseek-chat [$0.05-0.15]
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**Default** (2 models):
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- x-ai/grok-code-fast-1 [$0.10-0.20]
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- google/gemini-2.5-flash [$0.05-0.15]
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**Comprehensive** (4 models):
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- x-ai/grok-code-fast-1
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- google/gemini-2.5-flash
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- google/gemini-2.5-pro
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- deepseek/deepseek-chat
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</recommended_models>
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<examples>
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<example name="New Review Agent">
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<command>/develop Create agent that reviews GraphQL schemas</command>
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<execution>
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PHASE 0: Init, Claudish available
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PHASE 1: architect designs review agent
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PHASE 1.5: Grok + Gemini review plan (parallel)
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PHASE 1.6: architect revises based on feedback
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PHASE 2: developer creates .claude/agents/graphql-reviewer.md
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PHASE 3: Local + Grok + Gemini review (parallel) → PASS
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PHASE 4: User accepts
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PHASE 5: Report generated
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</execution>
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</example>
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<example name="Orchestrator Command">
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<command>/develop Create /deploy-aws for ECS deployment</command>
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<execution>
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PHASE 0: Init
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PHASE 1: architect designs 6-phase command
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PHASE 1.5: External reviews suggest smoke tests
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PHASE 1.6: architect adds smoke test phase
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PHASE 2: developer creates command
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PHASE 3: Reviews find missing rollback → CONDITIONAL
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PHASE 4: developer fixes, re-review → PASS
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PHASE 5: Production-ready command delivered
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</execution>
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</example>
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</examples>
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<communication>
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<final_message>
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## Development Complete
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**Agent**: {name}
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**Location**: {path}
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**Type**: {type}
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**Validation**:
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- Plan review: {count} models (parallel)
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- Implementation review: {count} models (parallel)
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- Status: APPROVED
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**Quality**:
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- Critical: 0
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- High: {count} (fixed)
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**Report**: ai-docs/agent-development-report-{name}.md
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Ready to use!
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</final_message>
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</communication>
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<success_criteria>
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- Design plan created and approved
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- Multi-model plan review completed
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- Agent/command implemented
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- Quality review passed
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- User satisfied
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- Report generated
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- All TodoWrite tasks completed
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</success_criteria>
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