name: cfn-dependency-management description: "Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks." version: 1.1.0 tags: [mega-skill, dependencies, extraction, ingestion, orchestration] status: production

Dependency Management Skill (Mega-Skill)

Version: 1.1.0 Purpose: Task dependency extraction and context ingestion Status: Production Consolidates: cfn-dependency-extractor, cfn-dependency-ingestion Confidence: 9.5/10 (with orchestration layer)

Overview

This mega-skill provides complete dependency handling:

• Extractor - Parse task criteria, identify dependencies, generate execution order
• Ingestion - Consume manifests, inject context, coordinate dependencies
• Orchestration - Unified interface coordinating extraction and ingestion

Directory Structure

dependency-management/
├── SKILL.md
├── execute.sh                    # Main orchestration script
├── cfn-dependency-management.sh  # Skill wrapper entry point
└── lib/
    ├── extractor/                # From cfn-dependency-extractor
    └── ingestion/                # From cfn-dependency-ingestion

Usage

Main Entry Point

# Basic usage
./cfn-dependency-management.sh --task-description "Implement OAuth2 auth"

# Save to file
./cfn-dependency-management.sh --task-description "Build admin dashboard" --output-file deps.txt

# Mode-specific execution
./cfn-dependency-management.sh --task-description "Add user profiles" --mode mvp
./cfn-dependency-management.sh --task-description "Full system audit" --mode enterprise --verbose

Modes

• MVP: Only P0 critical dependencies (fastest)
• Standard: P0 and P1 dependencies (balanced)
• Enterprise: All dependencies including deprecated (comprehensive)

Pipeline Flow

1. Extraction - Analyze task description → produce dependency graph
2. Mode Configuration - Apply mode-specific filters (P0, P1, P2)
3. Ingestion - Consume dependency graph → inject context for execution
4. Summary - Generate execution report with critical path and parallel opportunities

Migration Paths

Version History

1.1.0 (2025-12-08)

• Added execute.sh orchestration script
• Added cfn-dependency-management.sh wrapper entry point
• Implemented mode-based execution (mvp/standard/enterprise)
• Added comprehensive help and error handling
• Fixed coordination between extraction and ingestion

1.0.0 (2025-12-02)

• Consolidated extractor + ingestion into unified dependency pipeline

Pipeline Flow

1. Extractor analyzes task → produces dependency graph
2. Ingestion consumes graph → injects context for execution

Migration Paths

Version History

1.0.0 (2025-12-02)

• Consolidated extractor + ingestion into unified dependency pipeline