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cfn-dependency-management

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UpdatedJuly 25, 2026 at 22:02

Task dependency extraction and context ingestion. Use to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.

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masharratt

masharratt/claude-flow-novice

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SKILL.md

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name	cfn-dependency-management
description	Task dependency extraction and context ingestion. Use 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

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

Migration Paths

Old Path	New Path
cfn-dependency-extractor/	dependency-management/lib/extractor/
cfn-dependency-ingestion/	dependency-management/lib/ingestion/

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

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

Migration Paths

Old Path	New Path
cfn-dependency-extractor/	dependency-management/lib/extractor/
cfn-dependency-ingestion/	dependency-management/lib/ingestion/

Version History

1.0.0 (2025-12-02)

Consolidated extractor + ingestion into unified dependency pipeline

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name	cfn-dependency-management
description	Task dependency extraction and context ingestion. Use 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)

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

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

Migration Paths

Old Path	New Path
cfn-dependency-extractor/	dependency-management/lib/extractor/
cfn-dependency-ingestion/	dependency-management/lib/ingestion/

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

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

Migration Paths

Old Path	New Path
cfn-dependency-extractor/	dependency-management/lib/extractor/
cfn-dependency-ingestion/	dependency-management/lib/ingestion/

Version History

1.0.0 (2025-12-02)

Consolidated extractor + ingestion into unified dependency pipeline