Agent Skills: Analyze specific resource

Script Categories

1. System Analysis (12 scripts)

All system analysis scripts follow PEP 723 format with embedded dependencies.

Usage Pattern:

# Analyze specific resource
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_analyze_cpu.py

# Analyze all resources
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_analyze_all.py

# Generate comprehensive report
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_report.py --format=markdown

Scripts:

• builder-skill_analyze_all.py - Analyze all system resources
• builder-skill_analyze_battery.py - Battery status and power analysis
• builder-skill_analyze_cpu.py - CPU usage and performance
• builder-skill_analyze_disk.py - Disk I/O and storage
• builder-skill_analyze_memory.py - Memory usage and optimization
• builder-skill_analyze_network.py - Network bandwidth and connections
• builder-skill_analyze_thermal.py - Thermal management and cooling
• builder-skill_cache_management.py - Cache and temporary file management
• builder-skill_monitor_resources.py - Continuous resource monitoring
• builder-skill_optimize_system.py - System performance optimization
• builder-skill_generate_report.py - Comprehensive system reports
• builder-skill_check_status.py - System status and health checks

2. Code Generation (4 scripts)

AI-powered code scaffolding with Context7 integration and TRUST 5 validation.

Usage Pattern:

# Generate agent
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_agent.py \
    --name expert-api --description "API specialist"

# Generate skill
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_skill.py \
    --name moai-connector-rest --description "REST API toolkit"

# Generate command
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_command.py \
    --name analyze-performance --description "Performance analysis"

# Generate tests
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_scaffold_test.py \
    --source src/user.py --framework pytest

Scripts:

• builder-skill_generate_agent.py - Generate MoAI agent YAML with frontmatter
• builder-skill_generate_command.py - Generate slash command files
• builder-skill_generate_skill.py - Generate skill with SKILL.md and scripts
• builder-skill_scaffold_test.py - Generate test files from existing code

3. Development Tools (2 scripts)

AI-powered debugging and performance analysis.

Usage Pattern:

# Debug helper
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_debug_code.py \
    --error "AttributeError: 'NoneType' object has no attribute 'name'"

# Performance analyzer
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_analyze_performance.py \
    --profile output.prof --threshold 1.0

Scripts:

• builder-skill_debug_code.py - AI-powered debug helper with error pattern recognition
• builder-skill_analyze_performance.py - AI-powered performance analyzer with bottleneck detection

4. BaaS Integration (2 scripts)

Backend-as-a-Service provider selection and migration.

Usage Pattern:

# Select provider
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_select_provider.py \
    --requirements auth,database,storage

# Migrate provider
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_migrate_provider.py \
    --from firebase --to supabase

Scripts:

• builder-skill_select_provider.py - Select optimal BaaS provider based on requirements
• builder-skill_migrate_provider.py - Migrate between BaaS providers with data preservation

5. Documentation (2 scripts)

Documentation validation and quality assurance.

Usage Pattern:

# Lint Korean docs
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_lint_docs.py \
    --path .moai/docs/

# Validate Mermaid diagrams
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_validate_diagrams.py \
    --path .moai/docs/

Scripts:

• builder-skill_lint_docs.py - Lint Korean documentation for quality and consistency
• builder-skill_validate_diagrams.py - Validate Mermaid diagrams for syntax and rendering

6. Template Tools (1 script)

Project template generation and management.

Usage Pattern:

# Generate template
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_template.py \
    --type nextjs --features "auth,database,api"

Scripts:

• builder-skill_generate_template.py - Generate project templates with best practices

Architecture

Design Principles:

• Self-Contained Scripts: Each script is 200-300 lines with embedded dependencies (PEP 723)
• Progressive Disclosure: Scripts dormant at 0 tokens until invoked
• Dual Output: Human-readable (default) + JSON mode (--json flag)
• MCP-Wrappable: Stateless, JSON output, no interactive prompts
• Unified Naming: builder-skill_ prefix for all scripts
• Zero Context: Most scripts require no context loading (23/23 zero_context: true/false)

Integration Points:

• expert-backend: Backend code generation
• expert-frontend: Frontend component generation
• manager-tdd: Test generation workflow
• builder-agent: Agent creation patterns
• builder-skill: Skill structure patterns
• builder-command: Command file patterns
• macos-resource-optimizer: System analysis and optimization

IndieDevDan Pattern Compliance

All 23 scripts follow 13 IndieDevDan rules documented in builder-workflow.md:

✅ Size Constraints: 200-300 lines target (max 500) ✅ ASTRAL UV: PEP 723 # /// script dependency blocks ✅ Directory Organization: Flat scripts/ directory ✅ Self-Containment: Embedded HTTP clients, no shared imports ✅ CLI Interface: Click framework, --help, --json flags ✅ Structure: 9-section template (Shebang, Docstring, Imports, Constants, Project Root, Data Models, Core Logic, Formatters, CLI, Entry Point) ✅ Dependency Management: 0-3 packages, minimum version pinning ✅ Documentation: Google-style docstrings, comprehensive --help ✅ Testing: Basic unit tests (5-10 per script) ✅ Single-File: No multi-file dependencies ✅ Error Handling: Dual-mode errors (human + JSON) ✅ Configuration: Environment variables, no hardcoded secrets ✅ Progressive Disclosure: 0-token dormant, SKILL.md listing

Migration History

Consolidation Date: 2025-11-30

Previous Locations (deprecated):

• macos-resource-optimizer/scripts/ (12 scripts) → Moved to builder-skill-uvscript
• moai-platform-baas/scripts/ (2 scripts) → Moved to builder-skill-uvscript
• moai-toolkit-codegen/scripts/ (4 scripts) → Moved to builder-skill-uvscript
• moai-toolkit-essentials/scripts/ (2 scripts) → Moved to builder-skill-uvscript
• moai-workflow-docs/scripts/ (2 scripts) → Moved to builder-skill-uvscript
• moai-workflow-templates/scripts/ (1 script) → Moved to builder-skill-uvscript

Backward Compatibility: Old skill folders maintain skill functionality with deprecation notices pointing to builder-skill-uvscript.

Quick Start

# 1. Analyze system resources
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_analyze_all.py

# 2. Generate a new agent
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_agent.py \
    --name expert-api --description "API specialist"

# 3. Generate a new skill
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_skill.py \
    --name moai-connector-rest --description "REST API toolkit"

# 4. Debug code
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_debug_code.py \
    --error "TypeError: unsupported operand type(s)"

# 5. Generate comprehensive report
uv run .claude/skills/builder-skill-uvscript/scripts/builder-skill_generate_report.py \
    --format=markdown --output=.moai/reports/

Version: 1.0.0 Status: ✅ Active (Consolidated) Scripts: 23 total (all MCP-ready, all PEP 723 compliant) Naming Convention: builder-skill_ prefix + 2 descriptive words Last Updated: 2025-11-30