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AI CLI Preparation - Documentation Index

Version: 2.0.0 Last Updated: 2025-11-03

Overview

AI CLI Preparation is a specialized environment audit tool designed to ensure AI coding agents (like Claude Code) have access to all necessary developer tools. This documentation provides comprehensive technical details for developers, contributors, and integrators.

Architecture: Modular design with 18 specialized Python modules and 73 JSON tool catalog entries, evolved from a 3,387-line monolith to a maintainable, extensible system.

Project Status:

  • Phase 1 (Detection & Auditing): ✅ Complete - Modular refactoring complete (v2.0.0)
  • Phase 2 (Installation & Upgrade): ✅ Complete - Full implementation with comprehensive testing

Documentation Structure

For Developers & Contributors

Core Architecture (Modular 2.0)

  1. MIGRATION_GUIDE.md - Migrating to Modular Architecture ⭐ NEW

    • Transition from monolithic to modular architecture
    • API compatibility and breaking changes
    • Entry point changes (cli_audit.py → audit.py)
    • Module-by-module migration strategies

  2. ARCHITECTURE.md - System Design & Implementation

    • Modular architecture with 18 specialized modules
    • Component interaction and data flows
    • Threading model and synchronization
    • HTTP layer with retries and rate limiting
    • Cache hierarchy and resilience patterns

  3. CATALOG_GUIDE.md - JSON Catalog System ⭐ NEW

    • Tool definition schema and structure
    • 73 JSON catalog entries
    • Creating and managing catalog entries
    • ToolCatalog API and usage patterns
    • Community contribution workflows

Phase 1: Detection & Auditing

  1. QUICK_REFERENCE.md - Quick Lookup & Cheat Sheet ⭐

    • One-liners for common operations
    • Environment variable reference
    • Common workflows and patterns
    • jq queries and debugging commands

  2. API_REFERENCE.md - Comprehensive API Documentation

    • Complete API reference covering 100+ public APIs
    • All 18 modules with detailed examples
    • Detection, installation, upgrade, reconciliation APIs
    • Configuration and environment variables
    • Advanced usage patterns and integration examples

  3. FUNCTION_REFERENCE.md - Function Reference Card

    • Categorized function quick lookup
    • Parameters and return types
    • Usage examples and patterns
    • Cross-references to detailed docs

  4. TOOL_ECOSYSTEM.md - Tool Catalog

    • Complete 70+ tool reference
    • Categories and use cases
    • Upgrade strategies per tool
    • Role-based presets

  5. DEPLOYMENT.md - Operations Guide

    • Makefile target reference
    • Installation script usage
    • Snapshot workflow patterns
    • Offline mode configuration

  6. TROUBLESHOOTING.md - Problem Solving

    • Common issues and solutions
    • Debugging techniques
    • Performance optimization
    • Network timeout handling

Phase 2: Installation & Upgrade Management

  1. PHASE2_API_REFERENCE.md - Phase 2 API Documentation ⭐

    • Installation, upgrade, and reconciliation APIs
    • Environment detection and configuration
    • Bulk operations and dependency resolution
    • Breaking change management
    • Package manager selection

  2. CLI_REFERENCE.md - Command-Line Reference

    • All CLI commands and options
    • Environment variable reference (60+ variables)
    • Output formats and usage patterns
    • Common workflows and examples

  3. TESTING.md - Testing Guide

    • Test organization and structure
    • Running tests (unit, integration, E2E)
    • Writing tests and fixtures
    • Mocking patterns and best practices
    • Coverage requirements and CI integration

  4. ERROR_CATALOG.md - Error Reference

    • Complete error categorization
    • Causes, resolutions, and troubleshooting
    • InstallError exception patterns
    • Retryable error detection
    • Exit codes and debugging

  5. INTEGRATION_EXAMPLES.md - Integration Patterns

    • CI/CD integration (GitHub Actions, GitLab CI)
    • Development workflow automation
    • Custom toolchain management
    • Python API integration examples
    • Configuration patterns

Contributing

  1. DEVELOPER_GUIDE.md - Contributing Guide

    • How to add new tools
    • Testing strategies and validation
    • Code organization and style
    • Common contribution patterns

  2. ../scripts/README.md - Installation Scripts

    • All 14+ installation scripts documented
    • Actions: install, update, uninstall, reconcile
    • Per-script usage and best practices
    • Troubleshooting script issues

Planning & Specifications

  1. PRD.md - Product Requirements Document

    • Phase 1 summary (detection and auditing)
    • Phase 2 specification (installation and upgrade management)
    • User stories and success criteria
    • Risk assessment and mitigation strategies

  2. PHASE2_IMPLEMENTATION.md - Implementation Roadmap

    • 5 implementation phases with timelines
    • Deliverables and success criteria per phase
    • Testing strategies and rollout plan
    • Risk mitigation and validation

  3. PHASE2_COMPLETION_REPORT.md - Phase 2 Completion

    • Implementation summary and metrics
    • Architectural achievements
    • Testing and quality validation
    • Future roadmap and Phase 3 planning

  4. CONFIGURATION_SPEC.md - Configuration Reference

    • .cli-audit.yml schema and syntax
    • File locations and precedence rules
    • Version specification syntax
    • Examples for all environments

  5. adr/README.md - Architecture Decision Records

    • ADR process and templates
    • Index of all architectural decisions
    • Phase 2 decision rationale

For AI Coding Agents

  • ../claudedocs/ - AI Agent Context
    • Project analysis and technical summaries
    • Integration guides and patterns
    • Session context and memory

Quick Navigation

By Role

First-Time Users: Start with QUICK_REFERENCE.md ⭐ → CLI_REFERENCE.md → TOOL_ECOSYSTEM.md → DEPLOYMENT.md

Existing Users (Pre-v2.0): Start with MIGRATION_GUIDE.md ⭐ → ARCHITECTURE.md → CATALOG_GUIDE.md

Contributors: Start with DEVELOPER_GUIDE.md → ARCHITECTURE.md → PHASE2_API_REFERENCE.md → TESTING.md

Maintainers: Start with ARCHITECTURE.md → PHASE2_API_REFERENCE.md → ERROR_CATALOG.md → TROUBLESHOOTING.md

Integrators: Start with INTEGRATION_EXAMPLES.md ⭐ → PHASE2_API_REFERENCE.md → CLI_REFERENCE.md → CONFIGURATION_SPEC.md

Product/Planning: Start with PRD.md → adr/README.md → PHASE2_IMPLEMENTATION.md → PHASE2_COMPLETION_REPORT.md

AI Agent Developers: Start with ../claudedocs/ → INTEGRATION_EXAMPLES.md → PHASE2_API_REFERENCE.md → TOOL_ECOSYSTEM.md

Operators/DevOps: Start with QUICK_REFERENCE.md → CLI_REFERENCE.md → DEPLOYMENT.md → ../scripts/README.md

By Task

Quick Command Lookup: QUICK_REFERENCE.md ⭐ → CLI_REFERENCE.md - Start here for common operations

Upgrading to v2.0: MIGRATION_GUIDE.md ⭐ → ARCHITECTURE.md#modular-design

Adding a New Tool: CATALOG_GUIDE.md ⭐ → DEVELOPER_GUIDE.md#adding-tools

Understanding Modular Architecture: ARCHITECTURE.md#overview → ARCHITECTURE.md#module-organization

Using Phase 1 API (Audit): FUNCTION_REFERENCE.md → API_REFERENCE.md

Using Phase 2 API (Install/Upgrade): PHASE2_API_REFERENCE.md ⭐ → INTEGRATION_EXAMPLES.md

Installing Tools: INTEGRATION_EXAMPLES.md → CLI_REFERENCE.md → ../scripts/README.md

Debugging Issues: ERROR_CATALOG.md ⭐ → TROUBLESHOOTING.md → CLI_REFERENCE.md

Writing Tests: TESTING.md → DEVELOPER_GUIDE.md

CI/CD Integration: INTEGRATION_EXAMPLES.md#cicd-integration → CLI_REFERENCE.md

Running in Production: DEPLOYMENT.md#makefile-targets → DEPLOYMENT.md#offline-mode

Understanding Phase 2 Plans: PRD.md → adr/README.md → PHASE2_IMPLEMENTATION.md → CONFIGURATION_SPEC.md

Configuring Tool Installation: CONFIGURATION_SPEC.md → INTEGRATION_EXAMPLES.md#configuration-patterns

Understanding Architectural Decisions: adr/README.md - Browse ADR index for specific decisions

Working with Catalog System: CATALOG_GUIDE.md ⭐ → API_REFERENCE.md#catalog-module

External Resources

Documentation Philosophy

This documentation follows these principles:

  1. Complementary to README - Focuses on technical depth, not user instructions
  2. Developer-Focused - Assumes technical proficiency
  3. Comprehensive - Covers architecture, API, and implementation details
  4. Practical - Includes examples, patterns, and real-world scenarios
  5. AI-Agent-Aware - Separate context for AI coding agents
  6. Modular-First - Documents the v2.0 modular architecture comprehensively

Contributing to Documentation

Documentation improvements are welcome! Please:

  1. Keep technical accuracy as the highest priority
  2. Include code examples where relevant
  3. Link to related sections for cross-referencing
  4. Update INDEX.md when adding new documents
  5. Follow the existing formatting style
  6. Consider migration impact for architectural changes

Version History

  • v2.0.0 (2025-11-03): Modular architecture release

    • 18 specialized Python modules
    • 73 JSON tool catalog entries
    • New entry point: audit.py
    • Backward-compatible API via init.py

  • v2.0.0-alpha.6 (2025-10-13): Phase 2 implementation complete

    • Installation and upgrade management
    • Configuration system
    • Breaking change detection

  • v1.0 (earlier): Phase 1 - Detection and auditing with monolithic design

Quick Start: If you're new to the project, start with the main README, then come back here for deep technical details. Existing users should review MIGRATION_GUIDE.md for v2.0 changes.