8000 feat: Add Natural Language Orchestrator for SuperClaudeFeature/add orchestrator by bacoco · Pull Request #58 · NomenAK/SuperClaude · GitHub
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feat: Add Natural Language Orchestrator for SuperClaudeFeature/add orchestrator #58

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bacoco
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@bacoco bacoco commented Jun 28, 2025

Summary

This PR adds a Natural Language Orchestrator to SuperClaude, enabling
users to interact with the framework using plain English instead of
memorizing 19 commands and their associated flags. The orchestrator
translates natural language requests into optimized SuperClaude commands
while maintaining full backwards compatibility.

Motivation

While SuperClaude provides powerful capabilities through its 19
specialized commands and 9 personas, new users face a steep learning
curve. The orchestrator solves this by:

  • Reducing cognitive load - No need to memorize command syntax
  • Improving discoverability - Natural language reveals available
    features
  • Accelerating productivity - Faster command generation
  • Maintaining power - All SuperClaude capabilities remain accessible

What's Changed

New Files Added

Core Orchestrator Files (8 files in .claude/orchestrator/)

  • README.md - Professional documentation and overview
  • ORCHESTRATOR.md - Main translation engine
  • COMMAND_MAPPING.md - Complete command dictionary
  • FLAG_COMBINATIONS.md - Smart flag optimization rules
  • PERSONA_GUIDE.md - Detailed persona documentation
  • WORKFLOW_TEMPLATES.md - Ready-made workflows
  • INTEGRATION_GUIDE.md - Setup instructions
  • FILE_OVERVIEW.md - System architecture

Installation Script

  • install-orchestrator.sh - Dedicated installer with update/uninstall
    support

Modified Files

  • README.md - Added "Natural Language Orchestrator (Optional)"
    section
  • CHANGELOG.md - Added "Unreleased" section with orchestrator
    features

Key Features

🗣️ Natural Language Processing

Transform requests like:

  • "Review my code for security issues" → /review --security --evidence --persona-security --think
  • "Build a React app with testing" → /build --react --feature --tdd --magic --frontend
  • "Fix performance problems" → /improve --performance --profile --persona-performance

🎯 Smart Flag Optimization

  • Automatic conflict resolution
  • Context-aware flag selection
  • Token usage optimization
  • Environment-specific defaults

📚 Comprehensive Documentation

  • Professional technical documentation
  • 9 detailed persona guides
  • 10+ workflow templates
  • Integration instructions

🔧 Easy Installation

# One-line installation
./install-orchestrator.sh

# Or with options
./install-orchestrator.sh --claude-dir /custom/path --verbose

🗑️ Clean Uninstall

# Complete removal
./install-orchestrator.sh --uninstall

Testing Performed

- Fresh SuperClaude + Orchestrator installation
- Update existing SuperClaude with orchestrator
- Natural language translation accuracy
- All 9 personas tested
- Workflow templates validated
- Uninstall removes cleanly
- No impact on existing SuperClaude functionality
- Installer works from repo directory

Examples

Before orchestrator:
/review --files src/ --quality --evidence --persona-security --think
--seq

With orchestrator:
"Review my code for security issues"

Backwards Compatibility

- ✅ Orchestrator is completely optional
- ✅ Installed in separate directory (.claude/orchestrator/)
- ✅ No changes to existing commands
- ✅ Can be uninstalled cleanly
- ✅ Works with all SuperClaude versions 2.0+

Checklist

- Code follows project style
- Documentation updated
- No breaking changes
- Commits are clean and descriptive
- Feature is optional and non-invasive

### Step 5: Create Pull Request
Click the green "Create pull request" button

### Alternative: Direct Link
Or use this direct link:
https://github.com/bacoco/SuperClaudeOrchestrator/pull/new/feature/add-or
chestrator

---

**That's it!** After you create the PR, the SuperClaude maintainers will
review it. You might get feedback or requests for changes, which you can
address by making new commits to your branch. 🚀

bacoco added 4 commits June 28, 2025 13:39
@bacoco
feat: Add Natural Language Orchestrator
759b556 
- Translates natural language requests into SuperClaude commands
- 8 comprehensive documentation files in .claude/orchestrator/
- Non-invasive optional installation via install-orchestrator.sh
- Smart flag optimization and persona integration
- Ready-made workflow templates for common scenarios
- No changes to existing SuperClaude functionality
@bacoco
fix: Update installer to work from repo directory
4ff2ad4 
- Installer now detects orchestrator files in .claude/orchestrator/
- Supports both repo installation and standalone directory
- Maintains backward compatibility
@bacoco
docs: Update orchestrator README with professional documentation
7ef6261 
- Remove ELI5 style for professional technical documentation
- Add comprehensive architecture overview
- Include advanced features and benefits sections
- Improve examples with real-world use cases
- Add proper technical terminology
@bacoco
docs: Add orchestrator overview for fork visitors
be10e4d 
- Explains what the orchestrator adds to SuperClaude
- Shows before/after examples
- Links to the PR and repositories
- Provides context for people finding this fork
@NomenAK
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Owner
NomenAK commented Jun 29, 2025

Very good, maybe we can go further and unload some autodetect and intelligent routing from other files in the framework.
Still need to review it tho, but thank you !

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@bacoco @NomenAK
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