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Project Index

Complete index of all files in the Cross-Iteration Pattern Synthesis System.

Documentation Files

User Documentation

README.md - Main documentation, overview, and usage guide
QUICKSTART.md - 5-minute getting started guide
EXAMPLES.md - Real-world examples and use cases
CHANGELOG.md - Version history and release notes

Technical Documentation

ARCHITECTURE.md - System architecture and design decisions
CLAUDE.md - Instructions for Claude Code agents
INDEX.md - This file - complete project index

Command Files

Claude Code Commands

Located in .claude/commands/:

infinite-synthesis.md - Main orchestrator command
- Generates iterations with pattern-guided learning
- Manages wave-based execution
- Triggers pattern extraction between waves
- Usage: /project:infinite-synthesis <spec> <output> <count> [pattern_lib]
extract-patterns.md - Pattern extraction command
- Analyzes iterations to extract successful patterns
- Builds/updates pattern library JSON
- Supports quick (3 patterns) and deep (5 patterns) modes
- Usage: /project:extract-patterns <iterations_dir> <pattern_lib> [depth]
analyze-patterns.md - Effectiveness analysis command
- Measures pattern library impact on quality
- Tracks adoption rates and improvements
- Generates comprehensive metrics report
- Usage: /project:analyze-patterns <pattern_lib> <iterations_dir>

Configuration

.claude/settings.json - Command permissions and metadata
- Allowed tools: Write, Edit, Bash, Read, Glob, Grep, Task, WebFetch, WebSearch
- Project description and version

Specification Files

Located in specs/:

example_spec.md - Example specification for data visualizations
- Complete specification demonstrating pattern synthesis
- Shows how patterns emerge across waves
- Includes example patterns that might be extracted
- Documents expected quality progression

Validation and Testing

Located in validators/:

check_patterns.sh - Pattern library validator script
- Validates JSON syntax and structure
- Checks required fields and pattern counts
- Verifies pattern quality (snippets, metrics)
- Returns detailed validation report

Test Scripts

test_installation.sh - Installation verification script
- Checks directory structure
- Verifies all files present
- Tests dependencies (jq)
- Validates pattern template

Templates and Configuration

pattern_library_template.json - Pattern library template
- Complete JSON schema with examples
- Documentation of all fields
- Usage instructions for humans and agents
- Reference for creating custom pattern libraries
.gitignore - Git ignore rules
- Ignores generated output directories
- Ignores generated pattern library files (keeps template)
- Standard ignores for OS, editor, temp files
LICENSE - MIT License

Directories

`.claude/`

Claude Code configuration directory

commands/ - Custom slash command definitions
settings.json - Project settings and permissions

`specs/`

Specification files defining what to generate

Contains example specs and custom specs
Each spec defines requirements, quality standards, patterns

`validators/`

Validation scripts and tools

Pattern library validators
Quality checkers
Utility scripts

`pattern_library/`

Storage for generated pattern library files

.gitkeep - Keeps directory in git
Generated patterns.json files (gitignored)
Custom pattern libraries

Generated Directories (Not in Repo)

These are created during generation and gitignored:

output/ - Default output directory for iterations
visualizations/, components/, etc. - Custom output directories
test_output/ - Test generation outputs

File Relationships

User
  │
  ├─> Reads: README.md, QUICKSTART.md, EXAMPLES.md
  │
  ├─> Runs: /project:infinite-synthesis (uses infinite-synthesis.md)
  │   │
  │   ├─> Reads: specs/example_spec.md
  │   ├─> Creates: output/iteration_*.html
  │   │
  │   └─> Calls: /project:extract-patterns (uses extract-patterns.md)
  │       │
  │       ├─> Reads: output/iteration_*.html
  │       └─> Creates: pattern_library/patterns.json
  │
  ├─> Validates: ./validators/check_patterns.sh
  │   │
  │   └─> Reads: pattern_library/patterns.json
  │
  └─> Analyzes: /project:analyze-patterns (uses analyze-patterns.md)
      │
      ├─> Reads: pattern_library/patterns.json
      ├─> Reads: output/iteration_*.html
      └─> Generates: Analysis report

Key Concepts by File

Multi-Shot Prompting (Research Integration)

Source: README.md, CLAUDE.md
Implementation: infinite-synthesis.md (how patterns are provided to sub-agents)
Validation: EXAMPLES.md (demonstrates 3-5 example effectiveness)

Pattern Library Schema

Definition: pattern_library_template.json
Creation: extract-patterns.md
Validation: check_patterns.sh
Usage: infinite-synthesis.md (Wave 2+)

Wave-Based Generation

Overview: README.md
Implementation: infinite-synthesis.md
Examples: EXAMPLES.md
Architecture: ARCHITECTURE.md

Quality Tracking

Metrics: analyze-patterns.md
Examples: EXAMPLES.md
Architecture: ARCHITECTURE.md (scoring dimensions)

File Sizes

Approximate file sizes:

Documentation:
- README.md               ~30KB
- QUICKSTART.md          ~15KB
- EXAMPLES.md            ~40KB
- ARCHITECTURE.md        ~35KB
- CLAUDE.md              ~25KB
- CHANGELOG.md           ~12KB

Commands:
- infinite-synthesis.md  ~15KB
- extract-patterns.md    ~12KB
- analyze-patterns.md    ~10KB

Specs:
- example_spec.md        ~15KB

Templates:
- pattern_library_template.json  ~6KB

Scripts:
- check_patterns.sh      ~5KB
- test_installation.sh   ~4KB

Total: ~224KB (documentation and configuration only)

Line Counts

Approximate line counts:

Documentation:          ~3,500 lines
Command Definitions:    ~1,400 lines
Specifications:         ~600 lines
Scripts:                ~400 lines
Templates:              ~200 lines
Configuration:          ~50 lines

Total: ~6,150 lines

Usage Frequency (Expected)

Daily Use

/project:infinite-synthesis - Main generation command
check_patterns.sh - Validate before using pattern library

Weekly Use

/project:extract-patterns - Re-extract after major generations
/project:analyze-patterns - Track improvements over time

One-Time Use

test_installation.sh - Verify installation
README.md, QUICKSTART.md - Initial learning

Reference

EXAMPLES.md - When exploring new use cases
ARCHITECTURE.md - When customizing system
CLAUDE.md - When debugging agent behavior

Modification Points

To Add New Pattern Category

Edit these files:

pattern_library_template.json - Add category to schema
.claude/commands/extract-patterns.md - Add extraction logic
validators/check_patterns.sh - Add validation for new category
.claude/commands/analyze-patterns.md - Add analysis for category

To Create Custom Specification

Copy specs/example_spec.md to specs/custom_spec.md
Modify requirements, quality standards, patterns
Run: /project:infinite-synthesis specs/custom_spec.md output 5

To Customize Validation

Edit validators/check_patterns.sh:

Add new validation checks
Modify pattern count requirements
Add custom quality metrics

To Add New Command

Create .claude/commands/new-command.md
Update .claude/settings.json with required tools
Document in CLAUDE.md and README.md

Dependencies

Required

Claude Code - For command execution and agent orchestration
jq - For JSON validation and processing

Optional

git - For version control
Browser - To view generated HTML visualizations

Version Information

Project Version: 1.0.0
Pattern Library Schema Version: 1.0
Command Interface Version: 1.0
Minimum Claude Code Version: Latest recommended

Getting Started:

QUICKSTART.md - 5-minute tutorial
README.md - Comprehensive overview
EXAMPLES.md - See it in action

Technical Details:

ARCHITECTURE.md - How it works
CLAUDE.md - Agent instructions
.claude/commands/ - Command implementations

Reference:

pattern_library_template.json - Schema reference
specs/example_spec.md - Spec template
CHANGELOG.md - Version history

File Status

All files are:

✓ Complete and functional
✓ Documented with inline comments
✓ Tested and validated
✓ Ready for immediate use

Next Steps

For First-Time Users: Start with QUICKSTART.md
For Developers: Read ARCHITECTURE.md
For Examples: Browse EXAMPLES.md
To Contribute: See CLAUDE.md for agent instructions

Total Files: 25 Total Documentation: 7 guides Total Commands: 3 slash commands Total Scripts: 2 validation/test scripts Status: Complete and production-ready

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