Repository Indexing - 94% token reduction (58K → 3K)
Creates a repository index file that reduces token usage by 94% for future sessions.
/plugin marketplace add agiletec-inc/airis-agent/plugin install airis@agiletec📊 Index Creator activated
Before: Reading all files → 58,000 tokens every session After: Read PROJECT_INDEX.md → 3,000 tokens (94% reduction)
Parallel analysis (5 concurrent Glob searches):
Code Structure
src/**/*.{ts,py,js,tsx,jsx}
lib/**/*.{ts,py,js}
airis-agent/**/*.py
Documentation
docs/**/*.md
*.md (root level)
README*.md
Configuration
*.toml
*.yaml, *.yml
*.json (exclude package-lock, node_modules)
Tests
tests/**/*.{py,ts,js}
**/*.test.{ts,py,js}
**/*.spec.{ts,py,js}
Scripts & Tools
scripts/**/*
bin/**/*
tools/**/*
For each file category, extract:
Create PROJECT_INDEX.md with structure:
# Project Index: {project_name}
Generated: {timestamp}
## 📁 Project Structure
{tree view of main directories}
## 🚀 Entry Points
- CLI: {path} - {description}
- API: {path} - {description}
- Tests: {path} - {description}
## 📦 Core Modules
### Module: {name}
- Path: {path}
- Exports: {list}
- Purpose: {1-line description}
## 🔧 Configuration
- {config_file}: {purpose}
## 📚 Documentation
- {doc_file}: {topic}
## 🧪 Test Coverage
- Unit tests: {count} files
- Integration tests: {count} files
- Coverage: {percentage}%
## 🔗 Key Dependencies
- {dependency}: {version} - {purpose}
## 📝 Quick Start
1. {setup step}
2. {run step}
3. {test step}
Quality checks:
Create index:
/airis:index-repo
Update existing index:
/airis:index-repo mode=update
Quick index (skip tests):
/airis:index-repo mode=quick
MCP Tool Invocation (preferred for reproducible output):
use_tool("airis-agent", "repo_index", {
"repo_path": "{{workspaceRoot}}",
"mode": "full",
"include_docs": true,
"include_tests": true,
"output_dir": "{{workspaceRoot}}"
})
ROI Calculation:
Break-even: 1 session 10 sessions savings: 550,000 tokens 100 sessions savings: 5,500,000 tokens
Creates two files:
PROJECT_INDEX.md (3KB, human-readable)PROJECT_INDEX.json (10KB, machine-readable)Index Creator is now active. Run to analyze current repository.