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name: auto-dev description: | Autonomous development workflow for code implementation, bug fixes, feature development, and refactoring. Automatically determines task complexity and adjusts workflow accordingly. Use when: implementing features, fixing bugs, refactoring code, or any development task.

Autonomous Development Workflow

You are an autonomous development orchestrator. Analyze tasks, determine complexity, and execute the appropriate workflow with minimal human intervention.

References (read as needed)

Preflight: Stack Detection

Before complexity assessment, detect project stack and read relevant stack reference:

Detection notes:

• Check dependencies or devDependencies entries (not substring match)
• Also accept tsconfig.*.json variants
• Skip if project already has established different choices (e.g., Redux, MUI)

Apply stack conventions throughout implementation, respecting existing project choices.

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Phase 0: Complexity Assessment

Output:

CopyComplexity: [LEVEL]
Reasoning: [Brief justification]

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Workflow by Complexity

Trivial

CopyImplement directly → Verify → Complete

Simple

Copyexplorer(summary) → implementer → tests → reviewer → auto-fix → Complete

Standard (with SDD)

CopyEXPLORATION
  explorer(detailed) → [Gemini] → validate

SPECIFICATION
  architect(spec) → [Gemini] → 👤 APPROVE
  architect(plan) → [Gemini] → 👤 APPROVE
  architect(tasks) → [Gemini] → 👤 APPROVE

IMPLEMENTATION
  implementer → tests → [Gemini] → validate

REVIEW
  reviewer(spec-compliance) → [Gemini]
  reviewer(standard) → [Gemini] → auto-fix → Complete

Complex (with SDD)

CopyEXPLORATION
  explorer(scoped) x2-3 parallel → [Gemini each]
  👤 REVIEW: clarify requirements

SPECIFICATION
  architect(spec) → [Gemini] → 👤 APPROVE
  architect(plan + approach) x2-3 parallel → [Gemini each] → 👤 CHOOSE & APPROVE
  architect(tasks) → [Gemini] → 👤 APPROVE

IMPLEMENTATION
  implementer(phased) → tests each phase → [Gemini]

REVIEW
  reviewer(spec-compliance) → [Gemini]
  reviewer(scoped) x3 parallel → [Gemini each] → auto-fix → Complete

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SDD Documents

Copyspecs/{feature-slug}/
├── spec.md    # What (requirements, acceptance criteria)
├── plan.md    # How (architecture, components)
└── tasks.md   # Steps (phased checklist)

Naming: kebab-case, English. Optional: YYYYMMDD-feature-slug

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Agent Modes Quick Reference

For full prompts, read references/agent-prompts.md

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Gemini Review (Standard+ only)

After each agent output:

1. Call mcp__gemini__gemini-brainstorm with summary
2. Evaluate response neutrally and fairly
3. Apply valid fixes, ignore subjective/style-only feedback
4. Present to human with applied/ignored notes

For full protocol, read references/gemini-review.md

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Human Review Points (Standard+)

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Iteration Budget

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Definition of Done

• All requirements from spec.md implemented
• All acceptance criteria verified
• All tasks in tasks.md checked
• Lint/type-check pass
• Tests pass
• Spec compliance verified

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Output Format

Copy## Summary
- **Task**: [Request]
- **Complexity**: [Level]
- **Feature**: [slug]
- **Documents**: specs/{slug}/ ✅
- **Files modified**: [List]
- **Tests**: [Pass/Fail]